Triple
T15644151
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | President of the Legislative Yuan |
E376135
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
Huang Kuo-shu
Huang Kuo-shu is a Taiwanese politician who has served in prominent legislative leadership roles within Taiwan’s national parliament.
|
E1170902
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Huang Kuo-shu | Statement: [President of the Legislative Yuan, officeHoldersInclude, Huang Kuo-shu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Huang Kuo-shu Context triple: [President of the Legislative Yuan, officeHoldersInclude, Huang Kuo-shu]
-
A.
Hsu Li-kong
Hsu Li-kong is a Taiwanese film producer best known for his work on internationally acclaimed art-house and martial arts cinema, including the Oscar-winning "Crouching Tiger, Hidden Dragon."
-
B.
Pai Chung-hsi
Pai Chung-hsi is an alternate romanization of Bai Chongxi, a prominent Chinese Muslim general and political leader of the Nationalist forces in the early to mid-20th century.
-
C.
Hsu Yung-chang
Hsu Yung-chang was a Chinese military representative who took part in formalizing Japan’s World War II surrender by signing the Japanese Instrument of Surrender.
-
D.
Chang Hsueh-liang
Chang Hsueh-liang was a prominent Chinese warlord and political figure best known for his role in the 1936 Xi'an Incident, which forced Chiang Kai-shek to form a united front with the Communists against Japan.
-
E.
Chiang Chieh-shih
Chiang Chieh-shih is the birth name of Chiang Kai-shek, the influential 20th-century Chinese political and military leader who headed the Republic of China.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Huang Kuo-shu Triple: [President of the Legislative Yuan, officeHoldersInclude, Huang Kuo-shu]
Generated description
Huang Kuo-shu is a Taiwanese politician who has served in prominent legislative leadership roles within Taiwan’s national parliament.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Huang Kuo-shu Target entity description: Huang Kuo-shu is a Taiwanese politician who has served in prominent legislative leadership roles within Taiwan’s national parliament.
-
A.
Hsu Li-kong
Hsu Li-kong is a Taiwanese film producer best known for his work on internationally acclaimed art-house and martial arts cinema, including the Oscar-winning "Crouching Tiger, Hidden Dragon."
-
B.
Pai Chung-hsi
Pai Chung-hsi is an alternate romanization of Bai Chongxi, a prominent Chinese Muslim general and political leader of the Nationalist forces in the early to mid-20th century.
-
C.
Hsu Yung-chang
Hsu Yung-chang was a Chinese military representative who took part in formalizing Japan’s World War II surrender by signing the Japanese Instrument of Surrender.
-
D.
Chang Hsueh-liang
Chang Hsueh-liang was a prominent Chinese warlord and political figure best known for his role in the 1936 Xi'an Incident, which forced Chiang Kai-shek to form a united front with the Communists against Japan.
-
E.
Chiang Chieh-shih
Chiang Chieh-shih is the birth name of Chiang Kai-shek, the influential 20th-century Chinese political and military leader who headed the Republic of China.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d85cd035a48190b73d5579ab73969a |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04ed400ec8190a14a9f7cf3092865 |
completed | April 16, 2026, 2:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff6ed079e48190b86ad7b66755fc1c |
completed | May 9, 2026, 5:28 p.m. |
| NEDg | Description generation | batch_69ff6fa2b0b881908fa7af973ee0bb6f |
completed | May 9, 2026, 5:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff707d1db4819097aa9402ce0abb97 |
completed | May 9, 2026, 5:35 p.m. |
Created at: April 10, 2026, 4:15 a.m.